Asta is a set of skills for scientific research, usable by local coding agents.

# Any agent (Claude Code, Cursor, Copilot, etc.)
npx skills add allenai/asta-plugins -g

# Claude Code only
> /plugin marketplace add allenai/asta-plugins
> /plugin install asta

• Semantic Scholar Lookup - Quick paper/author lookups and metadata queries
• Document Management - Local document metadata index for tracking and searching papers
• PDF Text Extraction - Extract text from PDFs using olmOCR (cloud-based, no GPU required)

Install all with --all, or pick specific ones with --skill "Name":

# Any agent
npx skills add allenai/asta-plugins --all -g

# Claude Code only (auto-updates)
> /plugin install asta-preview

• Find Literature - General paper searching and citation finding
• Literature Report Generation - Comprehensive report writing with synthesis
• Run Experiment - Computational experiments with automated report generation
• research step - Autonomous research loop with iterative state tracking

Example user requests:

• "Find papers on RLHF"
• "Generate a literature review on transformers"
• "Get details for arXiv:2005.14165"
• "What papers cite the GPT-3 paper?"
• "Store this paper in Asta" / "Search my Asta documents for transformers"
• "Extract text from this PDF" / "OCR this document"
• "Run an experiment to test GPT-4 translation quality"

The skills install an asta CLI tool, which has sub-commands for the various research functions. The CLI can be used directly from the command line or invoked by agents via Bash commands.

Some skills are pass-through commands to CLIs hosted in other repos. These are installed automatically on first invocation.

Some skills are implemented by calling external APIs hosted by Ai2. For these, the CLI will prompt you to authenticate on first use.

A Docker image with the asta CLI, skills, and Quarto pre-installed. Published to ghcr.io/allenai/asta on each release.

docker pull ghcr.io/allenai/asta:v0.10.0

Generate an ASTA_TOKEN on the host (one-time, expires after 30 days):

asta auth login
export ASTA_TOKEN=$(asta auth print-token --raw --refresh)

The source repo is at /opt/asta-plugins inside the image. Pass your tokens, install your agent, and register skills:

docker run --rm -it -e ASTA_TOKEN -e ANTHROPIC_API_KEY \
  ghcr.io/allenai/asta:latest bash

# Install Claude Code and register skills:
curl -fsSL https://claude.ai/install.sh | bash
claude plugin marketplace add /opt/asta-plugins --scope user
claude plugin install asta-preview

# Or install any other agent and use npx:
npx skills add /opt/asta-plugins -g --all --yes

See DEVELOPER.md for contributor guidelines, architecture details, and development setup.

Apache 2.0